{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "cb9ae9d3",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "v=365 #波速\n",
    "L=0.4 #波长\n",
    "w=2*np.pi*v/L\n",
    " \n",
    "def func_A(t,q,x,y,x0,y0):\n",
    "    r=((x-x0)**2+(y-y0)**2)**0.5\n",
    "    r[r>t*v]=1/4\n",
    "   # r[r<t*v-L]=1/4\n",
    "    A=np.cos(w*(t-r/v)+q)\n",
    "    return A\n",
    " \n",
    "fig,ax=plt.subplots()\n",
    "ax.set_xticks([])\n",
    "ax.set_yticks([])\n",
    " \n",
    "def f(t,x,y):\n",
    "    A1=func_A(t,0,x,y,1,2)\n",
    "    A2=func_A(t,0,x,y,1,-2)\n",
    " #   print(np.max((A1+A2)**2),np.min((A1+A2)**2))\n",
    "    return (2*(A1+A2))\n",
    " \n",
    "x=np.linspace(0,10,1000)\n",
    "y=np.linspace(-5,5,1000).reshape(-1,1)\n",
    "ax.imshow(f(0.019,x,y), vmin=-1.2, vmax=1.2)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "id": "e893fa49",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax=plt.subplots()\n",
    "ax.imshow(f(0.008,x,y), cmap=\"jet\", vmin=0, vmax=4)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "074c3ce7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
